Data Collection
Experiment Softwares
Psychopy
PsychoPy is an free cross-platform package allowing you run a wide range of in the behavioral sciences (neuroscience, psychology, psychophysics, linguistics…). (Source: Psychopy website)


Build your first PsychoPy experiment LinkÂ
Build the Posner cueing task LinkÂ
A series of tutorials for building a memory task LinkÂ
Create basic components using the coder view link
Book: Building Experiments in PsychoPy (by Jonathan Peirce and Michael MacAskill) link
Book: Programming Visual Illusions for Everyone (by Marco Bertamini) link
Paper: PsychoPy2: Experiments in behavior made easy link
Get stuck? Ask your questions here
Data Cleaning and Analysis
R
Book: R for data science link
Book: ggplot2: Elegant Graphics for Data Analysis link
Book: Fundamentals of Data Visualization link
Book: Learning statistics with R: A tutorial for psychology students and other beginners link
Book: R for Psychology link
Book: A Language, not a Letter: Learning Statistics in R link
Book: Foundations of Statistics with R link
Book: Statistical Rethinking with brms, ggplot2, and the tidyverse link
Course: Data Science: Foundations using R link
Example: Doing an Analysis of Variance (ANOVA) in R link
Python
Book: Python for Everybody: Exploring Data Using Python 3 link
Course; Python for Everybody Specialization link
Data Analysis in Python with Pandas link
Data Visualization in Python using Matplotlib link
Example: Doing an Analysis of Variance (ANOVA) in Python link
Reproducible Research
Until quite recently, making research open required a great deal of extra work for researchers and was less likely to be done. Now, with available tools, the benefits of openness can be a by-product of time-saving efficiencies, because tools that reduce data headaches also result in science that is more transparent, reproducible, collaborative and freely accessible to others. (Lowndes et al., 2017)
Folder Structure

Setting up an Organised Folder Structure for Research Projects link
Transition your workflow, keep your sanity link
Organising Your Data link
23 (research data) Things link
Project-oriented workflow link
Git
Happy Git and GitHub for the useR link
The Turing Way: Version Control link
Reproducible workflow and version control with Git and Github link
Rmarkdown and Jupyter Notebooks
R Markdown provides an authoring framework for data science. You can use a single R Markdown file to both save and execute code [and] generate high quality reports that can be shared with an audience R Markdown documents are fully reproducible and support dozens of static and dynamic output formats. (Source: rstudio.com)
How does an Rmarkdown file look like? link
How does a Jupyter notebook file look like? link
Rmarkdown - Introduction and Basics link
Reproducible analysis using R, Rmarkdown, and the tidyverse link
Using Jupyter notebooks for interactive analyses and reproducible science link
Data Sharing
Open Science Framework (OSF)
OSF is a free, open-source Web tool designed to help researchers collaboratively manage, store, and share their research process and files related to their research. (Source: Soderberg, 2018)
You can preregister a study, upload a preprint, and connect your Github repository, Goggle Drive, or oneDrive to your project.
Zenodo
Zenodo is a general-purpose open-access repository developed under the European OpenAIRE program and operated by CERN. It allows researchers to deposit data sets, research software, reports, and any other research related digital artifacts. For each submission, a persistent digital object identifier (DOI) is minted, which makes the stored items easily citeable. (Source: Wikipedia)
---
title: '<div class="jumbotron"><h1 class="title toc-ignore display-3">Human Data: From Gathering to Sharing</h1></div>'
author:
  - name: "Omid Ghasemi"
    email: omidreza.ghasemi@hdr.mq.edu.au
    affiliation: Department of Cognitive Science, Macquarie University
date: "`r format(Sys.time(), '%d %B, %Y')`"
output:
  html_document:
    #theme: spacelab
    theme: darkly
    highlight: kate
    number_sections: false
    code_download: true
    code_folding: hide
    toc: true
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
knitr::opts_chunk$set(fig.align="center")
knitr::opts_chunk$set(dev = "png",
                      cache = FALSE)
```

```{r packageload, echo=FALSE, message=FALSE}
library(here)
library("tidyverse")
```




<style>
.fluid-row {
  text-align: "center";
  padding: 10px;
  margin-bottom: 10px;
  width: 100%;
}
dev .toc {
  padding: 20px;
  margin-top: 20px;
}
a:visited {
  color: green;
}
a:hover {
  color: hotpink;
}
</style>









# Data Collection



## Experiment Softwares



### Psychopy

>PsychoPy is an free cross-platform package allowing you run a wide range of in the behavioral sciences (neuroscience, psychology, psychophysics, linguistics...). 
(Source: [Psychopy website](https://www.psychopy.org/))


```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','psychopy1.png'))
```

```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','psychopy5.png'))
```


  - Build your first PsychoPy experiment [Link](https://www.youtube.com/watch?v=VV6qhuQgsiI&t=35s)\ 

  - Build the Posner cueing task [Link](https://www.youtube.com/watch?v=ZQd2QEK_Gn4)\ 

  - A series of tutorials for building a memory task [Link](https://www.youtube.com/watch?v=9BqRyut2UZk)\ 
  
  - Create basic components using the coder view [link](https://www.djmannion.net/psych_programming/vision/intro/intro.html)
  
  - *Book*: Building Experiments in PsychoPy (by Jonathan Peirce and Michael MacAskill) [link](https://www.amazon.com.au/Building-Experiments-PsychoPy-Jonathan-Peirce/dp/1473991390)
  
  - *Book*: Programming Visual Illusions for Everyone (by Marco Bertamini) [link](https://www.amazon.com.au/Programming-Visual-Illusions-Everyone-Bertamini/dp/3319640658)
  
  - *Paper*: PsychoPy2: Experiments in behavior made easy [link](https://www.ncbi.nlm.nih.gov/pubmed/30734206)
  
  - Get stuck? Ask your questions [here](https://discourse.psychopy.org/)



## Online Platforms

### Qualtrics

```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','qualtrics1.png'))
```

```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','qualtrics2.png'))
```

  - Demo: A simple numeracy task [link](https://mqedu.qualtrics.com/jfe/form/SV_4JDPzVOvnHHeulT)

  - A nice introduction to making a qualtrics survey [link](https://www.youtube.com/watch?v=xkSUKTdD1Hs&t=300s)

  - Qualtrics Beginner Tutorial [part 1](https://www.youtube.com/watch?v=_hSo-ldj19k) and [part 2](https://www.youtube.com/watch?v=MP6jTcHU_5w&t=682s)

  - And a more advanced Qualtrics tutorial [link](https://www.youtube.com/watch?v=Y1-jtA-XjFQ&t=201s)


### formR
>Formr is a PHP micro-framework which installs easily and helps you build, layout and validate forms quickly, painlessly, and without all the complicated, messy overhead.
(Source: [formr Github Page](https://github.com/formr/Formr))

```{r echo=F, out.width='60%', out.height="300px"}
knitr::include_graphics(here('Input','formr2.png'))
```


  - A nice introduction to Building a Registration Form [link](https://www.youtube.com/watch?v=Lg8VQwuNCPE&feature=youtu.be)
  
  - Building a Form: the Basics [link](https://formr.github.io/)
  
  
  
### REDCap
>REDCap is a secure web application for building and managing online surveys and databases. While REDCap can be used to collect virtually any type of data, it is specifically geared to support online or offline data capture for research studies and operations 
(Source: [project-redcap.org](https://www.project-redcap.org/))


### Psychopy (PsychoJS)/Pavlovia

>PsychoJS is a JavaScript library that makes it possible to run neuroscience, psychology, and psychophysics experiments in a browser. It is the online counterpart of the PsychoPy Python library (Source: [PsychoJs repository](https://github.com/psychopy/psychojs)). *Pavlovia.org* is a site created by the PsychoPy team to make it easy to run studies online, host your experiments, share studies with other scientists, and version control your work. 
(Source: [Psychopy website](https://www.psychopy.org/online/usingPavlovia.html))

```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','psychopy3.png'))
```


  - Demo: The Posner task [link](https://run.pavlovia.org/demos/posner/html/)

  - Upload your Psychopy experiment to Pavlovia [link](https://www.youtube.com/watch?v=bprYeBzkUc8&list=PLqOrbdKW_WFR8EBBCr1qPPOemz0wwBkgE)

  - Running your experiment on Pavlovia.org [link](https://www.psychopy.org/online/usingPavlovia.html)

  - *Paper*: The timing mega-study: comparing a range of experiment generators, both lab-based and online [link](https://psyarxiv.com/d6nu5/)

  - Get stuck? Ask your questions [here](https://discourse.psychopy.org/)


### Gorilla

>The Gorilla Experiment Builder is a cloud based research platform that allows researchers and students to quickly and easily create and deploy behavioural (reaction-time) experiments online 
(Source: [Gorilla website](https://gorilla.sc/info/behaviouralresearch))


```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','gorilla3.png'))
```

```{r echo=F, out.width='50%', out.height="300px"}
knitr::include_graphics(here('Input','gorilla2.png'))
```


  - Demo: The dot-probe task [link](https://research.sc/task/1416119)

  - Getting started with Gorilla [link](https://www.youtube.com/channel/UCBot45mWWf-Va3PcWJJX67w)

  - Gorilla support page [link](https://gorilla.sc/support)

  - Gorilla Demos and Examples List [link](https://gorilla.sc/support/samples)

  - *Paper*: Gorilla in our midst: An online behavioral experiment builder [link](https://link.springer.com/article/10.3758/s13428-019-01237-x)


### JsPsych

jsPsych is a JavaScript library for running behavioral experiments in a web browser. The library provides a flexible framework for building a wide range of laboratory-like experiments that can be run online (Source: [jsPsych website](https://www.jspsych.org/))

  - Create a simple Reaction Time Task [link](https://www.jspsych.org/tutorials/rt-task/)

  - A more detailed tutorial on jsPsych and Google app engine [link](http://ccss.djnavarro.net/talks/2017/UNSWCCS_browser.pdf)

  - Online linguistics experiments using jsPsych (Na-Young Ry, 2018) [link](http://individual.utoronto.ca/rrrnny/online.html)

  - *Paper*: jsPsych: A JavaScript library for creating behavioral experiments in a Web browser [link](https://link.springer.com/article/10.3758/s13428-014-0458-y)



### Jaysire

>The goal of jaysire is to provide a method for writing behavioural experiments in R that can be deployed through a web browser. The package relies on the jsPsych library by Josh de Leeuw (GitHub page) to create the experiments, and is structured so that functions in jaysire use the same argument names as the corresponding jsPsych functions. 
(Source: [jaysire repository](https://github.com/djnavarro/jaysire))


  - Demo: A choice reaction time task [link](http://jaysire.djnavarro.net/demos/example08/experiment/index.html)

  - Create an online experiment using Jaysire [part 1](https://cskemp.github.io/chdss2019_content/day2/slides/1-experiment-motivation-handout.pdf) [part 2](https://cskemp.github.io/chdss2019_content/day2/slides/3-template-experiment-handout.pdf) [part 3](https://cskemp.github.io/chdss2019_content/day2/slides/4-more-complex-experiments-handout.pdf)

  - Behavioural experiments with jaysire [link](https://github.com/OmidGhasemi21/jaysire)


### Empirica
> Empirica is an open-source JavaScript framework for running multiplayer interactive experiments and games in the browser. It was created to make it easy to develop and iterate on sophisticated designs in a statistically sound manner, and offers a unique combination of power, flexibility, and speed. 
(Source: [empirica.ly](https://empirica.ly/))

```{r echo=F, out.width='60%', out.height="300px"}
knitr::include_graphics(here('Input','empirica1.png'))
```


  - Getting started with Empirica [link](https://empirica.ly/docs/quick-start.html)
  
  - A series of tutorials for building a simple interactive task [Link](https://www.youtube.com/watch?v=K2YhEZey_58&list=PLPQelvUwyVgiawBDk3Sp74QMfL8RPgORW)\ 
  
  - Using Empirica for high-throughput virtual lab experiments (an interesting experiment) [Link](https://www.youtube.com/watch?v=NGBDgVWp0jc&feature=emb_title)\ 
  
# Data Cleaning and Analysis

## R

  - Book: R for data science [link](https://r4ds.had.co.nz/index.html)

  - Book: ggplot2: Elegant Graphics for Data Analysis [link](https://ggplot2-book.org/index.htm)

  - Book: Fundamentals of Data Visualization [link](Fundamentals of Data Visualization)

  - Book: Learning statistics with R: A tutorial for psychology students and other beginners [link](https://learningstatisticswithr.com/book/)

  - Book: R for Psychology [link](https://glennwilliams.me/r4psych/)

  - Book: A Language, not a Letter: Learning Statistics in R [link](https://ademos.people.uic.edu/index.html)

  - Book: Foundations of Statistics with R [link](https://mathstat.slu.edu/~speegle/_book/preface.html)

  - Book: Statistical Rethinking with brms, ggplot2, and the tidyverse [link](https://bookdown.org/ajkurz/Statistical_Rethinking_recoded/)

  - Course: Data Science: Foundations using R [link](https://www.coursera.org/specializations/data-science-foundations-r#courses)

  - Example: Doing an Analysis of Variance (ANOVA) in R [link](https://cran.r-project.org/web/packages/afex/vignettes/afex_anova_example.html)


## Python

  - Book: Python for Everybody: Exploring Data Using Python 3 [link](http://do1.dr-chuck.com/pythonlearn/EN_us/pythonlearn.pdf)

  - Course; Python for Everybody Specialization [link](https://www.coursera.org/specializations/python#courses)

  - Data Analysis in Python with Pandas [link](https://www.youtube.com/watch?v=yzIMircGU5I&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y)

  - Data Visualization in Python using Matplotlib [link](https://www.youtube.com/watch?v=UO98lJQ3QGI&list=PL-osiE80TeTvipOqomVEeZ1HRrcEvtZB_)

  - Example: Doing an Analysis of Variance (ANOVA) in Python [link](https://reneshbedre.github.io/blog/anova.html)


# Reproducible Research

> Until quite recently, making research open required a great deal of extra work for researchers and was less likely to be done. Now, with available tools, the benefits of openness can be a by-product of time-saving efficiencies, because tools that reduce data headaches also result in science that is more transparent, reproducible, collaborative and freely accessible to others.\ 
*([Lowndes et al., 2017](https://www.nature.com/articles/s41559-017-0160))*

```{r echo=F, out.width='60%', fig.cap="*Source*: Our path to better science in less time using open data science tools"}
knitr::include_graphics(here('Input','rep_res1.png'))
```


  - **FAIR** Principles:

    - *Findable*

    - *Accessible*

    - *Interoperable*
  
    - *Reusable*

 - The FAIR Guiding Principles for scientific data management and stewardship [link](https://www.nature.com/articles/sdata201618)



### Folder Structure

```{r echo=F, out.width='120%'}
knitr::include_graphics(here('Input','folder_struc5.png'))
```


  - Setting up an Organised Folder Structure for Research Projects [link](http://nikola.me/folder_structure.html)
  
  - Transition your workflow, keep your sanity [link](https://slides.com/djnavarro/workflow#/)

  - Organising Your Data [link](https://www.data.cam.ac.uk/data-management-guide/organising-your-data)
  
  - 23 (research data) Things [link](https://www.ands.org.au/working-with-data/skills/23-research-data-things/all23)

  - Project-oriented workflow [link](https://www.tidyverse.org/blog/2017/12/workflow-vs-script/)

### Git

```{r echo=F, out.width='50%', fig.cap="*Source*: [phdcomics.com](http://phdcomics.com/comics.php?f=1531)"}
knitr::include_graphics(here('Input','git1.gif'))
```

  - Happy Git and GitHub for the useR [link](https://happygitwithr.com/index.html)

  - The Turing Way: Version Control [link](https://the-turing-way.netlify.app/version_control/version_control.html)
  
  - Reproducible workflow and version control with Git and Github [link](https://jules32.github.io/2016-07-12-Oxford/git/)
    




### Rmarkdown and Jupyter Notebooks

>R Markdown provides an authoring framework for data science. You can use a single R Markdown file to both
save and execute code 
[and] generate high quality reports that can be shared with an audience
R Markdown documents are fully reproducible and support dozens of static and dynamic output formats.
(Source: [rstudio.com](https://rmarkdown.rstudio.com/lesson-1.html)) 

  - How does an Rmarkdown file look like? [link](https://cran.r-project.org/web/packages/emmeans/vignettes/basics.html#backstory)
  
  - How does a Jupyter notebook file look like? [link](https://osf.io/9c7b3/)

  - Rmarkdown - Introduction and Basics [link](https://www.youtube.com/watch?v=tKUufzpoHDE&t=796s)
  
  - Reproducible analysis using R, Rmarkdown, and the tidyverse [link](https://www.youtube.com/watch?v=qvPDE4ppAns&list=PLKW2Azk23ZtSOUnLafEn0W1FEf-Rw-8pi&index=3&t=8873s)
  
  - Using Jupyter notebooks for interactive analyses and reproducible science [link](https://www.youtube.com/watch?v=9jxiUl4R8IM&list=PLKW2Azk23ZtSOUnLafEn0W1FEf-Rw-8pi&index=2&t=6296s) 



# Data Sharing


## Open Science Framework (OSF)

>OSF is a free, open-source Web tool designed to help researchers collaboratively manage, store, and share their research process and files related to their research. 
(Source: [Soderberg, 2018](https://journals.sagepub.com/doi/full/10.1177/2515245918757689)) 

You can [preregister](https://help.osf.io/hc/en-us/articles/360019930893-Register-Your-Project) a study, upload a [preprint](https://help.osf.io/hc/en-us/articles/360019930533-Upload-a-Preprint), and connect your [Github](https://help.osf.io/hc/en-us/articles/360019929813-Connect-GitHub-to-a-Project) repository, [Goggle Drive](https://help.osf.io/hc/en-us/articles/360019737374-Connect-Google-Drive-to-a-Project), or [oneDrive](https://help.osf.io/hc/en-us/articles/360019929873-Connect-OneDrive-to-a-Project) to your project.


  - A sample project [link](https://osf.io/esxc4/)

  - An OSF beginner tutorial [link](https://www.youtube.com/watch?v=dLEIhJESIQA&t=18s)

  - *Paper*: Using OSF to Share Data: A Step-by-Step Guide: [link](https://journals.sagepub.com/doi/full/10.1177/2515245918757689)


## Zenodo

>Zenodo is a general-purpose open-access repository developed under the European OpenAIRE program and operated by CERN. It allows researchers to deposit data sets, research software, reports, and any other research related digital artifacts. For each submission, a persistent digital object identifier (DOI) is minted, which makes the stored items easily citeable. 
(Source: [Wikipedia](https://en.wikipedia.org/wiki/Zenodo))

  - A sample project [link](https://zenodo.org/record/3821990#.XsJg2JMzY8Y)

  - How to upload files to Zenodo [file](https://www.youtube.com/watch?v=I4Ka953JeYE&t=2s)

